Analysis of Doubly Truncated Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Analysis of Doubly Truncated Data write by Achim Dörre. This book was released on 2019-05-13. Analysis of Doubly Truncated Data available in PDF, EPUB and Kindle. This book introduces readers to statistical methodologies used to analyze doubly truncated data. The first book exclusively dedicated to the topic, it provides likelihood-based methods, Bayesian methods, non-parametric methods, and linear regression methods. These procedures can be used to effectively analyze continuous data, especially survival data arising in biostatistics and economics. Because truncation is a phenomenon that is often encountered in non-experimental studies, the methods presented here can be applied to many branches of science. The book provides R codes for most of the statistical methods, to help readers analyze their data. Given its scope, the book is ideally suited as a textbook for students of statistics, mathematics, econometrics, and other fields.
The Statistical Analysis of Doubly Truncated Data
The Statistical Analysis of Doubly Truncated Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Statistical Analysis of Doubly Truncated Data write by Jacobo de Uña-Álvarez. This book was released on 2021-11-22. The Statistical Analysis of Doubly Truncated Data available in PDF, EPUB and Kindle. A thorough treatment of the statistical methods used to analyze doubly truncated data In The Statistical Analysis of Doubly Truncated Data, an expert team of statisticians delivers an up-to-date review of existing methods used to deal with randomly truncated data, with a focus on the challenging problem of random double truncation. The authors comprehensively introduce doubly truncated data before moving on to discussions of the latest developments in the field. The book offers readers examples with R code along with real data from astronomy, engineering, and the biomedical sciences to illustrate and highlight the methods described within. Linear regression models for doubly truncated responses are provided and the influence of the bandwidth in the performance of kernel-type estimators, as well as guidelines for the selection of the smoothing parameter, are explored. Fully nonparametric and semiparametric estimators are explored and illustrated with real data. R code for reproducing the data examples is also provided. The book also offers: A thorough introduction to the existing methods that deal with randomly truncated data Comprehensive explorations of linear regression models for doubly truncated responses Practical discussions of the influence of bandwidth in the performance of kernel-type estimators and guidelines for the selection of the smoothing parameter In-depth examinations of nonparametric and semiparametric estimators Perfect for statistical professionals with some background in mathematical statistics, biostatisticians, and mathematicians with an interest in survival analysis and epidemiology, The Statistical Analysis of Doubly Truncated Data is also an invaluable addition to the libraries of biomedical scientists and practitioners, as well as postgraduate students studying survival analysis.
Truncated and Censored Samples
Truncated and Censored Samples - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Truncated and Censored Samples write by A. Clifford Cohen. This book was released on 2016-04-19. Truncated and Censored Samples available in PDF, EPUB and Kindle. This book deals with the development of methodology for the analysis of truncated and censored sample data. It is primarily intended as a handbook for practitioners who need simple and efficient methods for the analysis of incomplete sample data.
Survival Analysis
Survival Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Survival Analysis write by John P. Klein. This book was released on 2013-06-29. Survival Analysis available in PDF, EPUB and Kindle. Making complex methods more accessible to applied researchers without an advanced mathematical background, the authors present the essence of new techniques available, as well as classical techniques, and apply them to data. Practical suggestions for implementing the various methods are set off in a series of practical notes at the end of each section, while technical details of the derivation of the techniques are sketched in the technical notes. This book will thus be useful for investigators who need to analyse censored or truncated life time data, and as a textbook for a graduate course in survival analysis, the only prerequisite being a standard course in statistical methodology.
Parametric Estimation in a Doubly Truncated Bivariate Normal Distribution
Parametric Estimation in a Doubly Truncated Bivariate Normal Distribution - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Parametric Estimation in a Doubly Truncated Bivariate Normal Distribution write by Danny Dee Dyer. This book was released on 1970. Parametric Estimation in a Doubly Truncated Bivariate Normal Distribution available in PDF, EPUB and Kindle. When a target is rectangular and data are collected on the location of hits within the target area only, a truncated bivariate normal model will most often fit the data very well. An analysis is carried out of the estimation of the parameters of this distribution and computational procedures are devised for computing these estimates. In the process of these analyses approximations are obtained to functions which could be termed generalizations of Mill's ratio. These ratios have applications in reactor technology. (Author).
